{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([5, 11])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "class VAnet(torch.nn.Module):\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "        self.fc = torch.nn.Sequential(torch.nn.Linear(3, 128), torch.nn.ReLU())\n",
    "\n",
    "        self.fc_A = torch.nn.Linear(128, 11)\n",
    "        self.fc_V = torch.nn.Linear(128, 1)\n",
    "\n",
    "    def forward(self, x):\n",
    "        A = self.fc_A(self.fc(x))\n",
    "        V = self.fc_V(self.fc(x))\n",
    "\n",
    "        A_mean = A.mean(dim=1).reshape(-1, 1)\n",
    "\n",
    "        A -= A_mean\n",
    "\n",
    "        Q = A + V\n",
    "        return Q\n",
    "VAnet()(torch.randn(5,3)).shape"
   ]
  },
  {
   "attachments": {
    "DuelingDQN.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dueling DQN 改进原理\n",
    "![DuelingDQN.png](attachment:DuelingDQN.png)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Gym",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.16"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
